These results indicate that increased energy intake may increase the risk of obesity without regard to the presence of the polymorphism of ADRB3 and indicate that the combination of high energy intake and the presence of the polymorphism of ADRB3 make this polymorphism a risk factor for obesity. Here, ADRB3 is linked to obesity due to melanocortin 4 receptor deficiency.